Machine Learning and Knowledge Extraction: 4th Ifip Tc 5, Tc 12, Wg 8.4, Wg 8.9, Wg 12.9 International Cross-Domain Conference, CD-Make 2020, Dublin,, Holzinger Andreas, Kieseberg Peter, Tjoa A. Min
Описание: This book constitutes the refereed post-conference proceedings of the Second IFIP International Cross-Domain Conference on Internet of Things, IFIPIoT 2019, held in Tampa, USA, in October/ November 2019. The 11 full papers presented were carefully reviewed and selected from 22 submissions.
Описание: This book constitutes the refereed proceedings of the 34th Annual IFIP WG 11.3 Conference on Data and Applications Security and Privacy, DBSec 2020, held in Regensburg, Germany, in June 2020.*The 14 full papers and 8 short papers presented were carefully reviewed and selected from 39 submissions.
Classification.- An Adaptive Approach on Credit Card Fraud Detection using Transaction Aggregation and Word Embeddings.- Boosted Ensemble Learning for Anomaly Detection in 5G RAN.- Machine Learning for Cognitive Load Classification - a Case Study on Contact-free Approach.- Real-time prediction of online shoppers' purchasing intention using random forest.- Using Classification for Traffic Prediction in Smart Cities.- Using Twitter to Predict Chart Position for Songs.- Α Benchmarking of IBM, Google and Wit Automatic Speech Recognition Systems.- Clustering - Unsupervised Learning - Analytics.- A two-levels data anonymization approach.- An innovative graph-based approach to advance feature selection from multiple textual documents.- k-means Cluster Shape Implications.- Manifold learning for innovation funding: identification of potential funding recipients.- Network aggregation to enhance results derived from multiple analytics.- PolicyCLOUD: Analytics as a Service facilitating efficient data-driven public policy management.- Demand Forecasting of Short Life Cycle Products using Data Mining Techniques.- Image Processing.- Arbitrary Scale Super-Resolution for Brain MRI Images.- Knowledge-based fusion for image tampering localization.- Transfer Learning using Convolutional Neural Network Architectures for Brain Tumor Classification from MRI Images.- Learning Algorithms.- A Novel Learning Automata-based Strategy to Generate Melodies from Chordal Inputs.- Graph Neural Networks to Advance Anticancer Drug Design.- Optimizing Self-Organizing Lists-on-Lists using Transitivity and Pursuit-Enhanced Object Partitioning.- Task-Projected Hyperdimensional Computing for Multi-Task Learning.- Neural Network Modeling.- Cross-domain Authorship Attribution Using Pre-trained Language Models.- Indoor Localization with Multi-Objective selection of Radiomap Models.- STDP Plasticity in TRN within Hierarchical Spike Timing Model of Visual Information Processing.- Tensor-based CUDA Optimization for ANN Inferencing using Parallel Acceleration on Embedded GPU.- The Random Neural Network in Price Predictions.- Object Tracking - Object Detection Systems.- Joint Multi-Object Detection and Segmentation from an Untrimmed Video.- Robust 3D Detection in Traffic Scenario with Tracking-based Coupling System.- Ontologies - AI.- Automated MeSH Indexing of Biomedical Literature using Contextualized Word Representations.- Knowledge-based Management and Reasoning on Cultural and Natural Touristic Routes.- Ontological Foundations of Modelling Security Policies for Logical Analytics.- RDF reasoning on large ontologies: a study on cultural heritage and Wikidata.- Sentiment Analysis - Recommender Systems.- A deep learning approach to aspect-based sentiment prediction.- On the reusability of sentiment analysis datasets in real-life applications.- Opinion Mining of Consumer Reviews Using Deep Neural Networks with Word-Sentiment Associations.- Sentiment Analysis on Movie Scripts and Reviews: Utilizing sentiment scores in rating prediction.- The MuseLearn platform: personalized content for museum visitors assisted by vision-based recognition and 3D pose estimation of exhibits.- Promoting Diversity in Content Based Recommendation using Feature Weighting and LSH.
Описание: AI Ethics - Law.- The Ethos of Artificial Intelligence as a Legal Personality in a Globalized Space: Examining the Need to Overhaul the Post-Liberal Order.- Trustworthy AI Needs Unbiased Dictators!.- AI Constraints.- An Introduction of FD-Complete Constraints.- Backward-Forward Sequence Generative Network for Multiple Lexical Constraints.- Deep Learning - LSTM.- Deep Echo State Networks in Industrial Applications.- Deepbots: A Webots-based Deep Reinforcement Learning Framework for Robotics.- Innovative Deep Neural Network Fusion for Pairwise Translation Evaluation.- Introducing an edge-native deep learning platform for exergames.- Investigating the problem of cryptocurrency price prediction - A deep learning approach.- Regularized Evolution for Macro Neural Architecture Search.- Using Multimodal Contextual Process Information for the Supervised Detection of Connector Lock Events.- A machine learning model to detect speech and reading pathologies.- Forecasting Hazard Level Of Air Pollutants Using LSTM's.- Fuzzy Algebra - Fuzzy Systems.- Hypotheses tests using non-asymptotic fuzzy estimators and fuzzy critical values.- Preservation of the Exchange Principle via Lattice Operations on (S, N)- Implications.- Versatile Internet of Things for Agriculture: An eXplainable AI Approach.- Machine Learning.- Acoustic Resonance Testing of Glass IV Bottles.- AI based Real-Time Signal Reconstruction for Wind Farm with SCADA Sensor Failure.- Autonomous Navigation for Drone Swarms in GPS-Denied Environments using Structured Learning.- Chemical Laboratories 4.0: A Two-stage Machine Learning System for Predicting the Arrival of Samples.- Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features.- Real-time Surf Manoeuvres' Detection Using Smartphones' Inertial Sensors.- SDN-enabled IoT Anomaly Detection using Ensemble Learning.- Harnessing Social Interactions on Twitter for Smart Transportation Using Machine Learning.- Medical - Health System.- An intelligent cloud-based platform for effective monitoring of patients with psychotic disorders.- Applying Deep Learning to Predicting Dementia and Mild Cognitive Impairment.- Bridging the Gap between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems.- Know Yourself: An Adaptive Causal Network Model for Therapeutic Intervention for Regaining Cognitive Control.- Multi-omics data and analytics integration in ovarian cancer.- Overlap-based Undersampling Method for Classification of Imbalanced Medical Datasets.- Natural Language.- An Overview of Chatbot Technology.- Applying an Intelligent Personal Agent on a Smart Home using a Novel Dialogue Generator.- Exploring NLP and Information Extraction to jointly address Question Generation and Answering.- Hong Kong Protests: Using Natural Language Processing for Fake News Detection on Twitter.- On the Learnability of Concepts With Applications to Comparing Word EmbeddingAlgorithms.- Towards fashion recommendation: An AI system for clothing data retrieval and analysis.- Greek Lyrics Generation.
E-Government Foundations.- Between overexploitation and underexploitation of digital opportunities - a case study with focus on affordances and constraints.- Developing an analytical framework for analyzing and comparing national e-government strategies.- A Pathology of Public Sector IT Governance: How IT Governance Configuration Counteracts Ambidexterity.- Barriers and Drivers of Digital Transformation in Public Organizations: Results from a Survey in the Netherlands.- E-Government Services and Open Government.- Smart Policing: A Critical Review of the Literature.- Utilizing the investment instrument for digital transformation: A case study of a large Swedish municipality.- Service Quality through Government Proactivity: The Concept of Non-Interaction .- Automatization of Cross-Border Customs Declaration: Potential and Challenges. A Case Study of the Estonian Customs Authority.- AI-Enabled Innovation in the Public Sector: a Framework for Digital Governance and Resilience.- Systematic literature review: Technical Debt Management .- Measure what matters. A dual outcome service quality model for government service delivery.- Digital Inclusion Competences for Senior Citizens: the survival basics.- Walking a mile in their shoes-A citizen journey to explore public service delivery from the citizen perspective.- The role of domain-skills in bureaucratic service encounters.- Aligning stakeholder interests, governance requirements and blockchain design in business and government information sharing.- Approaches to Good Data Governance in Support of Public Sector Transformation through Once-only.- Governance challenges of inter-organizational digital public services provisioning: A case study on digital invoicing services in Belgium.- Open Data: Social and Technical Aspects.- A methodology for retrieving datasets from open government data portals using information retrieval and question and answering techniques.- Open Government Data from the Perspective of Information Needs - A Tentative Conceptual Model.- Towards a Framework for Open Data Publishers: A Comparison Study between Sweden and Belgium.- Open Government Data Systems: Learning from a Public Utility Perspective.- Collaboration in Open Government Data Ecosystems: Open Cross-sector Sharing and Co-development of Data and Software.- Towards Generic Business Models of Intermediaries in Data Collaboratives: From Gatekeeping to Data Control.- AI, Data Analytics, and Automated Decision Making.- Generating more value from government data using AI-An exploratory study.- Identifying risks in datasets for automated decision-making.- Using Government Data and Machine Learning for Predicting Firms' Vulnerability to Economic Crisis.- Smart Cities.- Towards Data-Driven Policymaking for the Urban Heat Transition in the Netherlands: Barriers to the Collection and Use of Data.- Identifying Strategic Planning Patterns of Smart Initiatives. An Empirical Research in Spanish Smart Cities.- Demographical attributes explaining different stages of OG development in Spanish Local Governments.- Identification of competencies and teaching models for the governance of smart sustainable cities in the South American context.
Описание: This book constitutes the proceedings of the 22nd International Conference on Coordination Models and Languages, COORDINATION 2020, which was due to be held in Valletta, Malta, in June 2020, as part of the 15th International Federated Conference on Distributed Computing Techniques, DisCoTec 2020.
Описание: This book constitutes the refereed proceedings of the 16th IFIP WG 2.13 International Conference on Open Source Systems, OSS 2020, held in Innopolis, Russia, in May 2020.* The 12 revised full papers and 8 short papers presented were carefully reviewed and selected from 42 submissions.
Описание: This book constitutes the refereed post-conference proceedings of the IFIP TC 3 Open Conference on Computers in Education, OCCE 2020, held in Mumbai, India, in January 2020. The 11 full papers and 4 short papers included in this volume were carefully reviewed and selected from 57 submissions.
Описание: The two-volume set IFIP AICT 591 and 592 constitutes the refereed proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2020, held in Novi Sad, Serbia, in August/September 2020. The 164 papers presented were carefully reviewed and selected from 199 submissions.
Описание: This book constitutes the refereed proceedings of the 11th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2020, held in Hangzhou, China, in July 2020. The 24 full papers and 5 short papers presented were carefully reviewed and selected from 36 submissions. and computer vision and image understanding.
Описание: This book constitutes the refereed proceedings of the 8th IFIP WG 2.14 European Conference on Service-Oriented and Cloud Computing, ESOCC 2020, held in Heraklion, Crete, Greece, in September 2020. The 6 full and 8 short papers presented in this volume were carefully reviewed and selected from 20 submissions.
Описание: This book examines the Indian mandate for Corporate Social Responsibility (CSR) and its implementations in various individual organizations. The book explores the various facets of CSR investigation and places special emphasis on the Schedule VII of the Indian Companies Act of 2013, which defines specific areas of intervention for these companies.
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